iterate
Skill4 starsChanged 27 days agoBSD-3-ClauseView on GitHub
Fix a bug or change behavior in Ramen through a reproduce-fix-verify loop, TDD, against the current state snapshot. Use when asked to fix, change, debug, or implement something in this codebase, not just to run the existing tests (see skills/test/).
11 other projects use a version of this.
Adopted by
Most recently taken up by
- 5thlayer/skillworkstheir own version, first seen Nov 8, 2026
- viktorsboroviks/skillstheir own version, first seen Nov 8, 2026
- devjiwonchoi/skillstheir own version, first seen Nov 8, 2026
- jingzhao-l/iterate-skilltheir own version, first seen Nov 7, 2026
- lalulali/vespyrtheir own version, first seen Nov 6, 2026
- scottlivingston/claude-skillstheir own version, first seen Oct 25, 2026
Used with
Projects with it also use writing-for-agents, retro and 4 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
MicrosoftSkillwriting-for-agents
Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md.
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AWSSkillretro
Conduct a retrospective on a coding session.
Also in 3 projects that use this
NVIDIASkillresearch
Before designing a feature, research how comparable libraries solve the problem, check best practices, known pitfalls, and upstream changes. Use when starting a new feature, investigating an unfamiliar area, or the user asks to research something.
Also in 4 projects that use this
SentrySkillreview
Fixture review skill.
Also in 4 projects that use this
AWSSkillship
Finalize dev work on an issue branch — update docs, push, and open a PR.
Also in 3 projects that use this
Hugging FaceSkillimplement
Make tests pass. Invoke after /write-tests produces failing tests.
Also in 3 projects that use this
Other versions11 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 11
- OpenHands/extensions★ 167same name
- lalulali/vespyr★ 11same name
- devjiwonchoi/skills★ 2same name
- jingzhao-l/iterate-skill★ 2same name
- marcuskrogh/skills★ 1same name
- scottlivingston/claude-skills★ 1same name
- trevorbyrum/claude-skills-suite★ 1same name
- viktorsboroviks/skills★ 1same name
- 5thlayer/skillworks★ 0same name
- AntaresYuan/claude-skill-iterate★ 0same name
1 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository7 other files it gives its agents.
- docs/llms.txtllms.txt
- backup-restoreSkill
- deploy-awsSkill
- deploy-gcpSkill
- rotate-keysSkill
- scale-zoneSkill
- testSkill
The file
We split this skill into the rules it gives an agent
9 rules. 0 are common, 4 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 11 edited versions we read keep these.
4
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 16
Read facts/STATE.md (what exists now) and the relevant section of docs/CONTRACTS.md (what correct behavior is specified to be).
- Very specific: line 19
Reproduce: Write the smallest test that captures the issue, in the component it belongs to (node-rs/src/.../tests, runtime-py/tests/, …
- Distinctive: line 22
If you cannot make it fail, the issue may already be fixed (check git log for the area first) or may need a different reproduction than …
- Very specific: line 27
Verify: Run the full test suite for every component you touched (skills/test/SKILL.md's Steps 2–4).
- Distinctive: line 28
If something unrelated now fails, stop — do not paper over it — and report what broke.
- Very specific: line 31
Update facts/STATE.md if the fix changes what's true about the system (a new capability, a changed default, a newly-supported backend) — …
- Distinctive: line 46
Never mark something "fixed" on the strength of manual testing alone — a test must exist that would catch a regression.
- Very specific: line 48
Never touch docs/CONTRACTS.md to make a fix match the spec instead of matching the spec to the fix, unless the task explicitly asks for a …
- Distinctive: line 51
Stop and ask a human after three reproduce-fix-verify rounds on the same issue rather than continuing to guess.
“Common” is measured: kept by at least 6 in 10 of the 11 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Iterate on Ramen
A fix-verify loop any coding agent can run: write a failing test first, make it pass, confirm nothing else broke, write down why. No agent-specific tooling required.
Inputs
- The issue to fix, in plain language (a bug report, a desired behavior change, a failing CI run).
- A working tree of this repo.
skills/test/SKILL.md's Inputs (same toolchain requirements).
Steps
- Read
facts/STATE.md(what exists now) and the relevant section ofdocs/CONTRACTS.md(what correct behavior is specified to be). If the issue contradicts the contract, that is a decision for a human — stop and ask rather than silently picking a side. - Reproduce. Write the smallest test that captures the issue, in the component it belongs to
(
node-rs/src/.../tests,runtime-py/tests/,console/tests/, ortests/for cross-component behavior). Run it and confirm it fails for the reason you expect — not for an unrelated setup problem. If you cannot make it fail, the issue may already be fixed (checkgit logfor the area first) or may need a different reproduction than first assumed; say which before proceeding. - Fix. Make the smallest change that makes the new test pass without weakening or deleting any existing test. Prefer fixing the root cause over adding a special case; if the true fix is large, say so and propose the smaller version explicitly rather than silently doing a partial fix.
- Verify. Run the full test suite for every component you touched (
skills/test/SKILL.md's Steps 2–4). If something unrelated now fails, stop — do not paper over it — and report what broke; fixing a second, unrelated defect in the same pass is a judgment call for whoever asked for the change, not something to do silently. - Update
facts/STATE.mdif the fix changes what's true about the system (a new capability, a changed default, a newly-supported backend) — keep it short, this is a snapshot, not a changelog. - Report what changed, why (the root cause, not just the symptom), which tests prove it, and what (if anything) is still open.
Validate
(hand this section, verbatim, to a second agent or a fresh review pass)
- V1 A test exists that fails on the code from before the fix and passes on the code after it (check this by looking at the diff, not by trusting the report).
- V2
skills/test/SKILL.md's Validate section passes in full, not just for the component that changed. - V3 The fix's root cause is stated in the PR/commit message, not just a description of the symptom.
- V4 No existing test was weakened (a tightened assertion loosened, a case removed, a skip added) to make the suite pass.
Boundaries
- Never mark something "fixed" on the strength of manual testing alone — a test must exist that would catch a regression.
- Never touch
docs/CONTRACTS.mdto make a fix match the spec instead of matching the spec to the fix, unless the task explicitly asks for a contract change — that is a binding document and a PR reviewer's call, not an implementation detail. - Stop and ask a human after three reproduce-fix-verify rounds on the same issue rather than continuing to guess.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
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Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

